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references.bib
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@article{diaz2020causal,
doi = {10.1111/rssb.12362},
url = {https://arxiv.org/abs/1901.02776},
year = {2020},
publisher = {Wiley Online Library},
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Methodology)},
volume = {82},
number = {3},
pages = {661-683},
author = {D{\'\i}az, Iv{\'a}n and Hejazi, Nima S},
author+an = {2=highlight},
title = {Causal mediation analysis for stochastic interventions},
keywords = {methods}
}
@article{diaz2020nonparametric,
doi = {},
url = {https://arxiv.org/abs/1912.09936},
year = {2020},
publisher = {Oxford University Press},
journal = {Biometrika},
volume = {},
number = {},
pages = {},
author = {D{\'\i}az, Iv{\'a}n and Hejazi, Nima S and Rudolph, Kara E and
{van der Laan}, Mark J},
author+an = {2=highlight},
title = {Non-parametric efficient causal mediation with intermediate
confounders},
keywords = {methods}
}
@article{hejazi2020nonparametric,
doi = {},
url = {https://arxiv.org/abs/2009.06203},
year = {2020},
publisher = {},
journal = {\textnormal{under review at} Journal of the American Statistical
Association (Theory \& Methods)},
volume = {},
number = {},
pages = {},
author = {Hejazi, Nima S and Rudolph, Kara E and {van der Laan}, Mark J and
D{\'\i}az, Iv{\'a}n},
author+an = {1=highlight},
title = {Nonparametric causal mediation analysis for stochastic
interventional (in)direct effects},
keywords = {methods}
}
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@incollection{diaz2018stochastic,
title={Stochastic Treatment Regimes},
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publisher={Springer Science \& Business Media}
}
@article{diaz2012population,
title={Population intervention causal effects based on stochastic
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@article{rose2011targeted2sd,
title={A targeted maximum likelihood estimator for two-stage designs},
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@article{janes2017higher,
title={Higher T-cell responses induced by DNA/rAd5 HIV-1 preventive vaccine
are associated with lower HIV-1 infection risk in an efficacy trial},
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Stephen C and Sanchez, Brittany and Hural, John and Magaret, Craig A and
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@article{vdl2006targeted,
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@article{vdl2004asymptotic,
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@article{dudoit2005asymptotics,
title={Asymptotics of cross-validated risk estimation in estimator selection
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@article{vdl2007super,
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publisher={Taylor \& Francis}
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